Wilson Wen Bin Goh

34 papers B 2Journal 30Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
Assessing the impact of batch effect associated missing values on downstream analysis in high-throughput biomedical data.
Briefings Bioinform.
Harvard Wai Hann Hui, Wei Xin Chan, Wilson Wen Bin Goh
2025 J jnl
Exploiting the similarity of dissimilarities for biomedical applications and enhanced machine learning.
PLoS Comput. Biol.
Mohammad Neamul Kabir, Li Rong Wang, Wilson Wen Bin Goh
2025 B conf
Genetic Predictors of Social and Cognitive Outcomes in People with Ultra-High-Risk of Psychosis Using Spiking Neural Networks.
IJCNN
Zohreh Doborjeh, Balkaran Singh, Alexander Sumich, Maryam Doborjeh, Wilson Wen Bin Goh, Nikola K. Kasabov
2025 J jnl
Protrec2: tissue-specific network-based missing protein recovery method.
Briefings Bioinform.
Weijia Kong, Wilson Wen Bin Goh, Limsoon Wong
2024 J jnl
OLB-AC: toward optimizing ligand bioactivities through deep graph learning and activity cliffs.
Bioinform.
Yueming Yin, Haifeng Hu, Jitao Yang, Chun Ye, Wilson Wen Bin Goh, Adams Wai-Kin Kong, Jiansheng Wu
2024 — conf
Optimal protospacer sequences recommended by ensemble deep learning for high-efficiency base editing.
BCB
Hui Peng, Xiaocai Zhang, Yuansheng Liu, Yi Pan, Wilson Wen Bin Goh, Jinyan Li
2024 J jnl
Ten quick tips for ensuring machine learning model validity.
PLoS Comput. Biol.
Wilson Wen Bin Goh, Mohammad Neamul Kabir, Sehwan Yoo, Limsoon Wong
2024 J jnl
Thinking points for effective batch correction on biomedical data.
Briefings Bioinform.
Harvard Wai Hann Hui, Weijia Kong, Wilson Wen Bin Goh
2024 J jnl
What can scatterplots teach us about doing data science better?
Int. J. Data Sci. Anal.
Wilson Wen Bin Goh, Reuben Jyong Kiat Foo, Limsoon Wong
2023 J jnl
A novel survival prediction signature outperforms PAM50 and artificial intelligence-based feature-selection methods.
Comput. Biol. Chem.
Reuben Jyong Kiat Foo, Siqi Tian, Ern Yu Tan, Wilson Wen Bin Goh
2023 J jnl
An open unified deep graph learning framework for discovering drug leads.
CoRR
Yueming Yin, Haifeng Hu, Zhen Yang, Jitao Yang, Chun Ye, Jiansheng Wu, Wilson Wen Bin Goh
2023 J jnl
Evaluating network-based missing protein prediction using p-values, Bayes Factors, and probabilities.
J. Bioinform. Comput. Biol.
Wilson Wen Bin Goh, Weijia Kong, Limsoon Wong
2023 J jnl
Filter and Wrapper Stacking Ensemble (FWSE): a robust approach for reliable biomarker discovery in high-dimensional omics data.
Briefings Bioinform.
Sugam Budhraja, Maryam Doborjeh, Balkaran Singh, Samuel Tan, Zohreh Gholami Doborjeh, Edmund M.-K. Lai, Alexander Merkin, Jimmy Lee, Wilson Wen Bin Goh, Nikola K. Kasabov
2023 B conf
Mosaic LSM: A Liquid State Machine Approach for Multimodal Longitudinal Data Analysis.
IJCNN
Sugam Budhraja, Balkaran Singh, Maryam Doborjeh, Zohreh Gholami Doborjeh, Samuel Tan, Edmund M.-K. Lai, Wilson Wen Bin Goh, Nikola K. Kasabov
2023 J jnl
PROSE: phenotype-specific network signatures from individual proteomic samples.
Briefings Bioinform.
Bertrand Jern Han Wong, Weijia Kong, Hui Peng, Wilson Wen Bin Goh
2023 J jnl
ProInfer: An interpretable protein inference tool leveraging on biological networks.
PLoS Comput. Biol.
Hui Peng, Limsoon Wong, Wilson Wen Bin Goh
2023 J jnl
ProJect: a powerful mixed-model missing value imputation method.
Briefings Bioinform.
Weijia Kong, Bertrand Jern Han Wong, Harvard Wai Hann Hui, Kai Peng Lim, Yulan Wang, Limsoon Wong, Wilson Wen Bin Goh
2023 J jnl
Transfer Learning of Fuzzy Spatio-Temporal Rules in a Brain-Inspired Spiking Neural Network Architecture: A Case Study on Spatio-Temporal Brain Data.
IEEE Trans. Fuzzy Syst.
Nikola K. Kasabov, Yongyao Tan, Maryam Doborjeh, Enmei Tu, Jie Yang, Wilson Wen Bin Goh, Jimmy Lee
2022 J jnl
A novel pipeline for computerized mouse spermatogenesis staging.
Bioinform.
Haoda Lu, Min Zang, Gabriel Pik Liang Marini, Xiangxue Wang, Yiping Jiao, Nianfei Ao, Kok Haur Ong, Xinmi Huo, Longjie Li, Eugene Yujun Xu, Wilson Wen Bin Goh, Weimiao Yu, Jun Xu
2021 — conf
Predicting Student Performance in Experiential Education.
DEXA (1)
Lejia Lin, Leonard Wee Liat Tan, Nicole Hui Lin Kan, Ooi Kiang Tan, Chun Chau Sze, Wilson Wen Bin Goh
2021 J jnl
What can Venn diagrams teach us about doing data science better?
Int. J. Data Sci. Anal.
Sung Yang Ho, Sophia Tan, Chun Chau Sze, Limsoon Wong, Wilson Wen Bin Goh
2020 J jnl
Avoid Oversimplifications in Machine Learning: Going beyond the Class-Prediction Accuracy.
Patterns
Sung Yang Ho, Limsoon Wong, Wilson Wen Bin Goh
2020 J jnl
Extensions of the External Validation for Checking Learned Model Interpretability and Generalizability.
Patterns
Sung Yang Ho, Kimberly Phua, Limsoon Wong, Wilson Wen Bin Goh
2020 J jnl
The Birth of Bio-data Science: Trends, Expectations, and Applications.
Genom. Proteom. Bioinform.
Wilson Wen Bin Goh, Limsoon Wong
2019 J jnl
Advanced bioinformatics methods for practical applications in proteomics.
Briefings Bioinform.
Wilson Wen Bin Goh, Limsoon Wong
2019 J jnl
Deeper investigation into the utility of functional class scoring in missing protein prediction from proteomics data.
J. Bioinform. Comput. Biol.
Yaxing Zhao, Andrew Chi-Hau Sue, Wilson Wen Bin Goh
2018 J jnl
Sample-to-sample p-value variability and its implications for multivariate analysis.
Int. J. Bioinform. Res. Appl.
Wei Wang, Wilson Wen Bin Goh
2017 J jnl
Protein complex-based analysis is resistant to the obfuscating consequences of batch effects - a case study in clinical proteomics.
BMC Genom.
Wilson Wen Bin Goh, Limsoon Wong
2016 J jnl
Evaluating feature-selection stability in next-generation proteomics.
J. Bioinform. Comput. Biol.
Wilson Wen Bin Goh, Limsoon Wong
2016 J jnl
Spectra-first feature analysis in clinical proteomics - A case study in renal cancer.
J. Bioinform. Comput. Biol.
Wilson Wen Bin Goh, Limsoon Wong
2015 J jnl
Analysing extremely small sized ratio datasets.
Int. J. Bioinform. Res. Appl.
Piero Ricchiuto, Judy Chia Ghee Sng, Wilson Wen Bin Goh
2013 J jnl
Random forests on Hadoop for genome-wide association studies of multivariate neuroimaging phenotypes.
BMC Bioinform.
Yue Wang, Wilson Wen Bin Goh, Limsoon Wong, Giovanni Montana
2012 J jnl
A network-based maximum link approach towards MS identifies potentially important roles for undetected ARRB1/2 and ACTB in liver cancer progression.
Int. J. Bioinform. Res. Appl.
Wilson Wen Bin Goh, Yie Hou Lee, Zubaidah M. Ramdzan, Maxey C. M. Chung, Limsoon Wong, Marek J. Sergot
2012 J jnl
The role of miRNAs in complex formation and control.
Bioinform.
Wilson Wen Bin Goh, Hirotaka Oikawa, Judy Chia Ghee Sng, Marek J. Sergot, Limsoon Wong